GB201200474D0 - Knowledge-based models for data centers - Google Patents
Knowledge-based models for data centersInfo
- Publication number
- GB201200474D0 GB201200474D0 GBGB1200474.3A GB201200474A GB201200474D0 GB 201200474 D0 GB201200474 D0 GB 201200474D0 GB 201200474 A GB201200474 A GB 201200474A GB 201200474 D0 GB201200474 D0 GB 201200474D0
- Authority
- GB
- United Kingdom
- Prior art keywords
- knowledge
- data centers
- based models
- models
- centers
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F30/00—Computer-aided design [CAD]
- G06F30/10—Geometric CAD
- G06F30/13—Architectural design, e.g. computer-aided architectural design [CAAD] related to design of buildings, bridges, landscapes, production plants or roads
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01K—MEASURING TEMPERATURE; MEASURING QUANTITY OF HEAT; THERMALLY-SENSITIVE ELEMENTS NOT OTHERWISE PROVIDED FOR
- G01K3/00—Thermometers giving results other than momentary value of temperature
- G01K3/02—Thermometers giving results other than momentary value of temperature giving means values; giving integrated values
- G01K3/06—Thermometers giving results other than momentary value of temperature giving means values; giving integrated values in respect of space
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F1/00—Details not covered by groups G06F3/00 - G06F13/00 and G06F21/00
- G06F1/16—Constructional details or arrangements
- G06F1/20—Cooling means
- G06F1/206—Cooling means comprising thermal management
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
- G06F17/10—Complex mathematical operations
-
- G06F17/5004—
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06G—ANALOGUE COMPUTERS
- G06G7/00—Devices in which the computing operation is performed by varying electric or magnetic quantities
- G06G7/48—Analogue computers for specific processes, systems or devices, e.g. simulators
- G06G7/56—Analogue computers for specific processes, systems or devices, e.g. simulators for heat flow
-
- H—ELECTRICITY
- H05—ELECTRIC TECHNIQUES NOT OTHERWISE PROVIDED FOR
- H05K—PRINTED CIRCUITS; CASINGS OR CONSTRUCTIONAL DETAILS OF ELECTRIC APPARATUS; MANUFACTURE OF ASSEMBLAGES OF ELECTRICAL COMPONENTS
- H05K7/00—Constructional details common to different types of electric apparatus
- H05K7/20—Modifications to facilitate cooling, ventilating, or heating
- H05K7/20709—Modifications to facilitate cooling, ventilating, or heating for server racks or cabinets; for data centers, e.g. 19-inch computer racks
- H05K7/20836—Thermal management, e.g. server temperature control
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- General Physics & Mathematics (AREA)
- General Engineering & Computer Science (AREA)
- Computer Hardware Design (AREA)
- Mathematical Physics (AREA)
- Human Computer Interaction (AREA)
- Microelectronics & Electronic Packaging (AREA)
- Thermal Sciences (AREA)
- Data Mining & Analysis (AREA)
- Geometry (AREA)
- Software Systems (AREA)
- Databases & Information Systems (AREA)
- Computational Mathematics (AREA)
- Mathematical Analysis (AREA)
- Mathematical Optimization (AREA)
- Pure & Applied Mathematics (AREA)
- Structural Engineering (AREA)
- Algebra (AREA)
- Evolutionary Computation (AREA)
- Civil Engineering (AREA)
- Architecture (AREA)
- Air Conditioning Control Device (AREA)
- Investigating Or Analyzing Materials Using Thermal Means (AREA)
- Cooling Or The Like Of Electrical Apparatus (AREA)
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US12/540,213 US8244502B2 (en) | 2009-08-12 | 2009-08-12 | Knowledge-based models for data centers |
PCT/US2010/044726 WO2011019611A2 (en) | 2009-08-12 | 2010-08-06 | Knowledge-based models for data centers |
Publications (3)
Publication Number | Publication Date |
---|---|
GB201200474D0 true GB201200474D0 (en) | 2012-02-22 |
GB2484616A GB2484616A (en) | 2012-04-18 |
GB2484616B GB2484616B (en) | 2013-12-11 |
Family
ID=43586755
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
GB1200474.3A Expired - Fee Related GB2484616B (en) | 2009-08-12 | 2010-08-06 | Knowledge-based models for data centres |
Country Status (9)
Country | Link |
---|---|
US (1) | US8244502B2 (en) |
JP (1) | JP5593387B2 (en) |
KR (1) | KR20120054016A (en) |
CN (1) | CN102741833B (en) |
CA (1) | CA2766847A1 (en) |
DE (1) | DE112010003279T5 (en) |
GB (1) | GB2484616B (en) |
TW (1) | TW201106143A (en) |
WO (1) | WO2011019611A2 (en) |
Families Citing this family (58)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP5479112B2 (en) | 2007-01-24 | 2014-04-23 | シュナイダー エレクトリック アイティー コーポレーション | System and method for evaluating cooling performance of equipment racks |
EP2147585B1 (en) | 2007-05-15 | 2016-11-02 | Schneider Electric IT Corporation | Method and system for managing facility power and cooling |
CN102067129B (en) * | 2008-06-19 | 2015-04-29 | 惠普开发有限公司 | Capacity planning |
US8209056B2 (en) | 2008-11-25 | 2012-06-26 | American Power Conversion Corporation | System and method for assessing and managing data center airflow and energy usage |
US9904331B2 (en) | 2009-04-01 | 2018-02-27 | Schneider Electric It Corporation | Method for computing cooling redundancy at the rack level |
US8219362B2 (en) | 2009-05-08 | 2012-07-10 | American Power Conversion Corporation | System and method for arranging equipment in a data center |
US8397088B1 (en) | 2009-07-21 | 2013-03-12 | The Research Foundation Of State University Of New York | Apparatus and method for efficient estimation of the energy dissipation of processor based systems |
US8229713B2 (en) * | 2009-08-12 | 2012-07-24 | International Business Machines Corporation | Methods and techniques for creating and visualizing thermal zones |
US8782213B2 (en) | 2010-03-01 | 2014-07-15 | Ching-I Hsu | System and method for the application of psychrometric charts to data centers |
US9230258B2 (en) | 2010-04-01 | 2016-01-05 | International Business Machines Corporation | Space and time for entity resolution |
US8972217B2 (en) | 2010-06-08 | 2015-03-03 | Schneider Electric It Corporation | System and method for predicting temperature values in a data center |
US8233274B2 (en) | 2010-07-21 | 2012-07-31 | International Business Machines Corporation | Computer chassis cooling sidecar |
US8270161B2 (en) | 2010-08-06 | 2012-09-18 | International Business Machines Corporation | Hot or cold aisle computer chassis |
US8996180B2 (en) | 2010-09-17 | 2015-03-31 | Schneider Electric It Corporation | System and method for predicting perforated tile airflow in a data center |
US8812275B2 (en) * | 2010-09-18 | 2014-08-19 | International Business Machines Corporation | Modeling movement of air under a floor of a data center |
US20120109619A1 (en) * | 2010-10-29 | 2012-05-03 | Daniel Juergen Gmach | Generating a resource management plan for an infrastructure |
US8825451B2 (en) | 2010-12-16 | 2014-09-02 | Schneider Electric It Corporation | System and methods for rack cooling analysis |
US8949081B2 (en) | 2010-12-21 | 2015-02-03 | Schneider Electric It Corporation | Method for computing cooling redundancy at the rack level |
US8688413B2 (en) | 2010-12-30 | 2014-04-01 | Christopher M. Healey | System and method for sequential placement of cooling resources within data center layouts |
US20120215373A1 (en) * | 2011-02-17 | 2012-08-23 | Cisco Technology, Inc. | Performance optimization in computer component rack |
JP5673221B2 (en) * | 2011-03-03 | 2015-02-18 | 富士通株式会社 | Air volume control device, air volume control method, and air volume control program |
US9223905B2 (en) | 2011-03-25 | 2015-12-29 | Schneider Electric It Corporation | Systems and methods for predicting fluid dynamics in a data center |
US8744812B2 (en) | 2011-05-27 | 2014-06-03 | International Business Machines Corporation | Computational fluid dynamics modeling of a bounded domain |
US8725307B2 (en) * | 2011-06-28 | 2014-05-13 | Schneider Electric It Corporation | System and method for measurement aided prediction of temperature and airflow values in a data center |
CN104137660B (en) | 2011-12-22 | 2017-11-24 | 施耐德电气It公司 | System and method for the predicting temperature values in electronic system |
AU2011384046A1 (en) | 2011-12-22 | 2014-07-17 | Schneider Electric It Corporation | Analysis of effect of transient events on temperature in a data center |
US9258932B2 (en) * | 2011-12-23 | 2016-02-09 | International Business Machines Corporation | Data center thermal management |
US9310251B2 (en) * | 2012-05-18 | 2016-04-12 | International Business Machines Corporation | Automated object classification using temperature profiles |
US10387780B2 (en) | 2012-08-14 | 2019-08-20 | International Business Machines Corporation | Context accumulation based on properties of entity features |
US9679087B2 (en) | 2012-09-12 | 2017-06-13 | International Business Machines Corporation | Techniques for evaluating optimum data center operation |
CN104797990B (en) | 2012-09-21 | 2017-10-24 | 施耐德电气It公司 | Method and instrument for characterizing hot mapping |
CN105027138B (en) | 2012-12-27 | 2018-01-26 | 施耐德电气It公司 | The system and method for visualizing air |
US9857235B2 (en) | 2013-03-08 | 2018-01-02 | International Business Machines Corporation | Real-time modeling of heat distributions |
GB2513141A (en) * | 2013-04-17 | 2014-10-22 | Ibm | Data processing system with real-time data center air flow simulator |
US9270451B2 (en) | 2013-10-03 | 2016-02-23 | Globalfoundries Inc. | Privacy enhanced spatial analytics |
JP2015082224A (en) * | 2013-10-23 | 2015-04-27 | 日本電信電話株式会社 | Stochastic server load amount estimation method and server load amount estimation device |
WO2015079366A2 (en) * | 2013-11-29 | 2015-06-04 | Tata Consultancy Services Limited | System and method for facilitating optimization of cooling efficiency of a data center |
US9578787B2 (en) | 2014-03-05 | 2017-02-21 | Dell Products L.P. | Temperature trend controlled cooling system |
JP6287434B2 (en) * | 2014-03-26 | 2018-03-07 | 日本電気株式会社 | Temperature control device, temperature control method, and temperature control program |
US9471884B2 (en) * | 2014-05-30 | 2016-10-18 | International Business Machines Corporation | Multi-model blending |
US10001761B2 (en) | 2014-12-30 | 2018-06-19 | Schneider Electric It Corporation | Power consumption model for cooling equipment |
US10102313B2 (en) | 2014-12-30 | 2018-10-16 | Schneider Electric It Corporation | Raised floor plenum tool |
TWI533792B (en) * | 2015-03-17 | 2016-05-11 | 緯創資通股份有限公司 | Heat dissipating control module and related server device and heat dissipating control method |
US9696781B2 (en) * | 2015-05-28 | 2017-07-04 | Cisco Technology, Inc. | Automated power control for reducing power usage in communications networks |
US10122805B2 (en) | 2015-06-30 | 2018-11-06 | International Business Machines Corporation | Identification of collaborating and gathering entities |
US10592817B2 (en) | 2015-07-13 | 2020-03-17 | International Business Machines Corporation | Parameter-dependent model-blending with multi-expert based machine learning and proxy sites |
US9568923B1 (en) | 2015-10-27 | 2017-02-14 | International Business Machines Corporation | Determining a time for corrective action in a data center |
US11076509B2 (en) | 2017-01-24 | 2021-07-27 | The Research Foundation for the State University | Control systems and prediction methods for it cooling performance in containment |
JP6904752B2 (en) * | 2017-03-30 | 2021-07-21 | 株式会社Nttファシリティーズ | Server room structure |
ES2962563T3 (en) * | 2017-09-06 | 2024-03-19 | Vertiv Corp | Energy optimization of the cooling unit through intelligent control of the supply air temperature set point |
US10458672B2 (en) * | 2017-12-28 | 2019-10-29 | Siemens Industry, Inc. | Optimized energy usage in an air handling unit |
CN109189190B (en) * | 2018-10-16 | 2020-07-14 | 西安交通大学 | Data center heat management method based on temperature prediction |
WO2020240700A1 (en) * | 2019-05-28 | 2020-12-03 | 三菱電機株式会社 | Information processing device, information processing method, and information processing program |
CN115239826A (en) * | 2021-04-23 | 2022-10-25 | 维谛技术有限公司 | Thermodynamic diagram determination method and device, storage medium and processor |
KR102434175B1 (en) | 2021-08-20 | 2022-08-19 | (주)에프엠에스텍 | Manifold type particle measuring device |
CN114443715A (en) * | 2022-01-25 | 2022-05-06 | 联通(广东)产业互联网有限公司 | Data center visual monitoring method, system, equipment and medium based on CFD simulation |
CN114676862B (en) * | 2022-05-27 | 2022-09-09 | 容云家(深圳)互联网技术有限公司 | Visual operation and maintenance management method and system for data center |
CN118475102B (en) * | 2024-07-12 | 2024-09-24 | 安徽瞭望科技有限公司 | Radiating and temperature controlling method for low-altitude active phased array radar component |
Family Cites Families (22)
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EP0482923B1 (en) * | 1990-10-26 | 2001-01-31 | Canon Kabushiki Kaisha | Image transmitting transparent films and method for forming images using the same |
US5459577A (en) * | 1992-06-01 | 1995-10-17 | Nikon Corporation | Method of and apparatus for measuring pattern positions |
US5654718A (en) * | 1994-10-06 | 1997-08-05 | Garmin Corporation | GPS receiver device and method for calibrating a temperature uncompensated crystal oscillator |
US6207936B1 (en) | 1996-01-31 | 2001-03-27 | Asm America, Inc. | Model-based predictive control of thermal processing |
EP1438566A2 (en) * | 2001-10-24 | 2004-07-21 | Burstein Technologies, Inc. | Segmented area detector for biodrive and methods relating thereto |
US7170745B2 (en) * | 2003-04-30 | 2007-01-30 | Hewlett-Packard Development Company, L.P. | Electronics rack having an angled panel |
JP4450577B2 (en) | 2003-07-24 | 2010-04-14 | 株式会社日立製作所 | Storage system and storage configuration information setting method |
US7065454B2 (en) | 2003-08-21 | 2006-06-20 | Csi Technology, Inc. | Analysis of particles in fluid |
US7430480B2 (en) * | 2003-10-07 | 2008-09-30 | Matsushita Electric Industrial Co., Ltd. | Particulate determination method |
JP2007508623A (en) | 2003-10-08 | 2007-04-05 | ユニシス コーポレーション | Virtual data center that allocates and manages system resources across multiple nodes |
JP4541218B2 (en) * | 2005-04-08 | 2010-09-08 | 三菱電機株式会社 | Command generator |
US7885795B2 (en) * | 2005-05-02 | 2011-02-08 | American Power Conversion Corporation | Methods and systems for managing facility power and cooling |
US7366632B2 (en) | 2005-08-02 | 2008-04-29 | International Business Machines Corporation | Method and apparatus for three-dimensional measurements |
US7698114B2 (en) | 2005-11-02 | 2010-04-13 | International Business Machines Corporation | Techniques for distributing power in electronic circuits and computer systems |
KR20070091990A (en) * | 2006-03-08 | 2007-09-12 | 엘지전자 주식회사 | Method for compensating wrench of photo diode |
JP5479112B2 (en) * | 2007-01-24 | 2014-04-23 | シュナイダー エレクトリック アイティー コーポレーション | System and method for evaluating cooling performance of equipment racks |
EP2147585B1 (en) * | 2007-05-15 | 2016-11-02 | Schneider Electric IT Corporation | Method and system for managing facility power and cooling |
US20080288220A1 (en) | 2007-05-17 | 2008-11-20 | Dillenberger Donna N | Use of a three-dimensional (3d) data center to share service operations |
US7979250B2 (en) | 2007-12-05 | 2011-07-12 | International Business Machines Corporation | Method of laying out a data center using a plurality of thermal simulators |
US8160838B2 (en) * | 2009-04-30 | 2012-04-17 | Synapsense Corporation | Apparatus and method for visualizing environmental conditions in a data center using wireless sensor networks |
JP5218648B2 (en) * | 2009-05-01 | 2013-06-26 | 富士通株式会社 | Temperature measuring system and temperature measuring method |
JP5206602B2 (en) * | 2009-06-30 | 2013-06-12 | 富士通株式会社 | Air conditioning control device, air conditioning control method, and air conditioning control program |
-
2009
- 2009-08-12 US US12/540,213 patent/US8244502B2/en active Active
-
2010
- 2010-06-08 TW TW099118586A patent/TW201106143A/en unknown
- 2010-08-06 GB GB1200474.3A patent/GB2484616B/en not_active Expired - Fee Related
- 2010-08-06 WO PCT/US2010/044726 patent/WO2011019611A2/en active Application Filing
- 2010-08-06 DE DE112010003279T patent/DE112010003279T5/en not_active Ceased
- 2010-08-06 JP JP2012524760A patent/JP5593387B2/en not_active Expired - Fee Related
- 2010-08-06 CA CA2766847A patent/CA2766847A1/en not_active Abandoned
- 2010-08-06 CN CN201080035628.5A patent/CN102741833B/en not_active Expired - Fee Related
- 2010-08-06 KR KR1020127004045A patent/KR20120054016A/en not_active Application Discontinuation
Also Published As
Publication number | Publication date |
---|---|
KR20120054016A (en) | 2012-05-29 |
US20110040532A1 (en) | 2011-02-17 |
WO2011019611A2 (en) | 2011-02-17 |
JP2013502006A (en) | 2013-01-17 |
WO2011019611A3 (en) | 2014-04-03 |
CA2766847A1 (en) | 2011-02-17 |
GB2484616B (en) | 2013-12-11 |
US8244502B2 (en) | 2012-08-14 |
JP5593387B2 (en) | 2014-09-24 |
CN102741833B (en) | 2016-03-30 |
CN102741833A (en) | 2012-10-17 |
TW201106143A (en) | 2011-02-16 |
GB2484616A (en) | 2012-04-18 |
DE112010003279T5 (en) | 2013-03-14 |
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Legal Events
Date | Code | Title | Description |
---|---|---|---|
746 | Register noted 'licences of right' (sect. 46/1977) |
Effective date: 20140127 |
|
PCNP | Patent ceased through non-payment of renewal fee |
Effective date: 20160806 |